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| Year | Seed | Record | Finishing Round | Coach |
| 1982 | 12 | 0 - 1 | Round of 64 (1st rd) | Matt Furjanic |
| 1983 | 12 | 1 - 1 | Preliminary Round (7th rd) | Matt Furjanic |
| 1989 | 16 | 0 - 1 | Round of 64 (1st rd) | Jarrett Durham |
| 1990 | 15 | 0 - 1 | Round of 64 (1st rd) | Jarrett Durham |
| 1992 | 16 | 0 - 1 | Round of 64 (1st rd) | Jarrett Durham |
| 2009 | 15 | 0 - 1 | Round of 64 (1st rd) | Mike Rice |
| 2010 | 15 | 0 - 1 | Round of 64 (1st rd) | Mike Rice |
